General AI Devices: future possibilities ideas and experiences

eva_2ihb

eva_2ihb

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Sep 5, 2026
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#1
I wanted to start a broader future possibilities thread around General AI Devices.

A useful angle is evaluation, but it also connects with real-world use. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where General AI Devices is genuinely useful and where it still needs improvement.
 
#2
I think general and devices is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. That way you can improve the workflow without losing track of what caused the improvement.
 
#4
One thing worth trying with General AI Devices: future possibilities ideas and experiences is a controlled comparison around general and devices. Use the same input for each test and note what changes in the output rather than judging from a single run. That way you can improve the workflow without losing track of what caused the improvement.
 
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